{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Winter comparison\n",
    "\n",
    "This notebook calculates mean monthly values for each data variable, and then compares mean values between winter 2018-19 and winter 2019-20. This allows us to visualize any differences between the two winter seasons. \n",
    " \n",
    " \n",
    "**Input**:\n",
    " - xarray dataset from the jupyter book's google bucket\n",
    " \n",
    " \n",
    " **Output**: \n",
    "  - Line plots displayed in notebook"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "```{tip}\n",
    "Try running this notebook in Google Colab! Toggle over the rocketship icon at the top of the page and click Colab to open a new window and run the notebook. <br><br>To run a single cell, type **Shift+Enter**. To run the whole notebook, under **Runtime** click **Run all**. Note that you will have to run the notebook from the very beginning and load all the Google Colab dependencies for the code to work.\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [],
   "source": [
    "#this cell will load dependencies for running the notebook in Google Colab\n",
    "#this cell may take a while to run\n",
    "import sys\n",
    "\n",
    "#if code is running in google colab, run these cells to install neccessary libraries\n",
    "if 'google.colab' in sys.modules: \n",
    "    !pip install netcdf4\n",
    "    !pip install xarray==0.16.0 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import notebook dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": [
     "remove-output"
    ]
   },
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from textwrap import wrap\n",
    " \n",
    "#increase resolution for notebook outputs\n",
    "%config InlineBackend.figure_format = 'retina'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load data into notebook\n",
    "Copy file from the book's google bucket and load into an xarray dataset. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": [
     "remove-output"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Copying gs://is2-pso-seaice/icesat2-book-data.nc...\n",
      "\\ [1/1 files][163.4 MiB/163.4 MiB] 100% Done                                    \n",
      "Operation completed over 1 objects/163.4 MiB.                                    \n"
     ]
    }
   ],
   "source": [
    "!gsutil -m cp gs://is2-pso-seaice/icesat2-book-data.nc ./\n",
    "dataset = xr.open_dataset('icesat2-book-data.nc')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Restrict dataset to region of interest"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "hide-cell"
    ]
   },
   "outputs": [],
   "source": [
    "#function from regional_analysis notebook\n",
    "def restrictRegionally(dataset, regionKeyList): \n",
    "    \"\"\"Restrict dataset to input regions.\n",
    "    \n",
    "    Args: \n",
    "        dataset (xr Dataset): dataset generated by Load_IS2 notebook\n",
    "        regionKeyList (list): list of region keys to restrict data to \n",
    "        \n",
    "    Returns: \n",
    "        regionalDataset (xr Dataset): dataset with restricted data to input regions\n",
    "    \"\"\"\n",
    "    \n",
    "    def checkKeys(regionKeyList, regionTbl): \n",
    "        \"\"\"Check that regionKeyList was defined correctly\n",
    "\n",
    "        Raises: \n",
    "            ValueError if regionKeyList was not defined correctly \n",
    "            warning if all data was removed from the dataset\n",
    "        \"\"\"\n",
    "        if type(regionKeyList) != list: #raise a ValueError if regionKeyList is not a list \n",
    "            raise ValueError('regionKeyList needs to be a list. \\nFor example, if you want to restrict data to the Beaufort Sea, define regionKeyList = [13]')\n",
    "\n",
    "        for key in regionKeyList: \n",
    "            if key not in list(regionTbl['key']): \n",
    "                raise ValueError('Region key ' + str(key) + ' does not exist in region mask. \\n Redefine regionKeyList with key numbers from table')\n",
    "\n",
    "        if len(regionKeyList) == 0: \n",
    "            warnings.warn('You removed all the data from the dataset. Are you sure you wanted to do this? \\n If not, make sure the list regionKeyList is not empty and try again. \\n If you intended to keep data from all regions, set regionKeyList = list(tbl[\\\"key\\\"])')\n",
    " \n",
    "    #create a table of keys and labels\n",
    "    regionMask = dataset.region_mask.attrs\n",
    "    regionTbl = pd.DataFrame({'key': regionMask['keys'], 'label': regionMask['labels']})\n",
    "    \n",
    "    #call function to check if regionKeyList was defined correctly\n",
    "    checkKeys(regionKeyList, regionTbl)\n",
    "    \n",
    "    #keys to remove (all keys that are note listed in regionKeyList)\n",
    "    keysToRemove = [key for key in list(regionTbl['key']) if key not in regionKeyList]\n",
    "    \n",
    "    #filter elements from the ice thickness DataArray where the region is the desired region\n",
    "    regionalDataset = dataset.copy()\n",
    "    for var in dataset.data_vars: \n",
    "        if var != 'seaice_conc_monthly_cdr':\n",
    "            regionalVar = regionalDataset[var]\n",
    "            for key in keysToRemove: \n",
    "                regionalVar = regionalVar.where(regionalVar['region_mask'] != key)\n",
    "            regionalDataset[var] = regionalVar\n",
    "    \n",
    "    #find name of labels \n",
    "    labels = [regionTbl[regionTbl['key'] == key]['label'].item() for key in regionKeyList]\n",
    "    \n",
    "    #add new attributes describing changes made to the dataset\n",
    "    if len(labels) < len(regionTbl['key']): \n",
    "        if set(regionKeyList) == set([10,11,12,13,15]): #convert to sets so unordered lists are compared\n",
    "            regionalDataset.attrs['regions with data'] = 'Inner Arctic'\n",
    "        else:    \n",
    "            regionalDataset.attrs['regions with data'] = ('%s' % ', '.join(map(str, labels)))\n",
    "        print('Regions selected: ' + regionalDataset.attrs['regions with data'])\n",
    "    else: \n",
    "        regionalDataset.attrs['regions with data'] = 'All'\n",
    "        print('Regions selected: All \\nNo regions will be removed')\n",
    "    \n",
    "    return regionalDataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Regions selected: Inner Arctic\n"
     ]
    }
   ],
   "source": [
    "#define a list of keys corresponding to the region of interest\n",
    "regionKeyList = [10,11,12,13,15] #Inner Arctic\n",
    "\n",
    "#restrict data to that region\n",
    "dataset = restrictRegionally(dataset, regionKeyList)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Calculate mean monthly values for each data variable\n",
    "Define a function that calculates and plots mean monthly values for each data variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "def compareWinters(dataset, dataVar, regionsText = None, figPath = None):\n",
    "    \"\"\" Plots comparison of an input variable for two winter seasons. \n",
    "    \n",
    "    Args: \n",
    "        dataset (xr Dataset): dataset generated by Load_IS2 notebook\n",
    "        dataVar (str): dataset variable to be compared \n",
    "        regionsText(str, optional): string describing regions containing data, if user wants to define the region themself (default to None)\n",
    "        figPath (str, optional): path to save fig (default to None)\n",
    "\n",
    "    Returns: \n",
    "        Figure displayed in notebook \n",
    "     \n",
    "    Restrictions: \n",
    "        dataset input needs to contain the following coordinates: mean_ice_thickness_unc, mean_ice_thickness, mean_MYI_thickness, mean_FYI_thickness \n",
    "    \"\"\"\n",
    "    \n",
    "    #calculate monthly means \n",
    "    means = dataset[dataVar].mean(dim = ['x','y'], skipna = True)\n",
    "    \n",
    "    #initialize figure & axes \n",
    "    fig = plt.figure()\n",
    "    ax = plt.axes([0,0,1,1])\n",
    "    title = fig.suptitle('Winter comparison: ' + dataset[dataVar].attrs['long_name'], y = 1.14, fontsize = 'x-large', wrap = True, horizontalalignment = 'center')\n",
    "    \n",
    "    #add title describing regions with data \n",
    "    if 'regions with data' in list(dataset.attrs.keys()): \n",
    "        regionsText = dataset.attrs['regions with data']\n",
    "        regionsTitle = ax.text(x = 0.5, y = 1.03, s = 'Region/s: ' + regionsText, size = 12, transform=ax.transAxes, fontsize = 'large', horizontalalignment = 'center')\n",
    "    gridlines = plt.grid(b = True, linestyle = '--', alpha = 0.4) #add gridlines \n",
    "    \n",
    "    #get list of months for plotting x axis \n",
    "    winterMonths = ['Nov','Dec','Jan','Feb','Mar','Apr']\n",
    "\n",
    "    #plot data for winter 1\n",
    "    meansWinter1 = means.sel(time = slice('Nov 2018','Apr 2019'))\n",
    "    ax.plot(winterMonths, meansWinter1.values, color = 'royalblue', linestyle = '--', marker = 'o', label = 'Winter ' + str(2018)[2:4] + '-' + str(2019)[2:4])\n",
    "    \n",
    "    #plot data for winter 2\n",
    "    meansWinter2 = means.sel(time = slice('Nov 2019','Apr 2020'))\n",
    "    ax.plot(winterMonths, meansWinter2.values, color = 'darkgoldenrod', linestyle = '-', marker = 's', label = 'Winter ' + str(2019)[2:4] + '-' + str(2020)[2:4])\n",
    "\n",
    "    #add legend & labels\n",
    "    ax.legend(loc = 'best', fontsize = 10)\n",
    "    ax.set_ylabel(\"\\n\".join(wrap(dataset[dataVar].attrs['long_name'] + ' (' + dataset[dataVar].attrs['units'] + ')', 45)))\n",
    "    ax.set_xlabel('Month')\n",
    " \n",
    "    #save figure\n",
    "    if figPath != None:\n",
    "        plt.savefig(figPath, dpi = 200)\n",
    "        \n",
    "    #display figure\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Call function to plot data \n",
    "Call the function on different data variables in the dataset to visualize how the mean values differed between winter seasons."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ICESat-2 ice thickness"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 482
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "compareWinters(dataset, 'ice_thickness_filled')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### PIOMAS ice thickness"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 482
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "compareWinters(dataset, 'PIOMAS_ice_thickness')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### OSI-SAF ice type\n",
    "Ice type is either multi-year ice (set to 1) or first-year ice (set to 0). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 500
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "compareWinters(dataset, 'ice_type_filled')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ERA5 2-meter temperature "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 488
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "compareWinters(dataset, 't2m')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ERA5 mean surface downward long-wave radiation flux"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 531
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "compareWinters(dataset, 'msdwlwrf')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
